In this section, we describe the Action-Background Interaction (ABI) module in our BCNet.
The ABI module conducts action-background interaction on two temporal granularities: frame-level and clip-level.
Inspired by the Transformer [1]}, ABI module models the interactions with two attention units, i.e., self-attention unit and difference-attention unit.
The details are described next.
